Pith Number

pith:LW5GPAM5

pith:2024:LW5GPAM5QU4CY6SDBLVUZKIUDG

not attested not anchored not stored refs pending

SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures

Mark A. Davenport, Peimeng Guan

arxiv:2410.14667 v3 · 2024-10-18 · cs.LG · eess.SP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LW5GPAM5QU4CY6SDBLVUZKIUDG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T11:16:52.001584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5dba67819d85382c7a430aeb4ca91419a16a58eb0ba298e34bee03b025d595fa

Aliases

arxiv: 2410.14667 · arxiv_version: 2410.14667v3 · doi: 10.48550/arxiv.2410.14667 · pith_short_12: LW5GPAM5QU4C · pith_short_16: LW5GPAM5QU4CY6SD · pith_short_8: LW5GPAM5

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/LW5GPAM5QU4CY6SDBLVUZKIUDG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5dba67819d85382c7a430aeb4ca91419a16a58eb0ba298e34bee03b025d595fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfb45d0580193c2dbd3b7785fda3acb86859e2e262737e6146d8bde2ed9f32f3",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-18T17:57:01Z",
    "title_canon_sha256": "ab1089921e6184c3ea96fb0638c63e4b70ada2d55610b6f57e6e85ceb1bb055c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14667",
    "kind": "arxiv",
    "version": 3
  }
}